By reading the dataset it occured to me that in most households, different water connections are built in for different purposes already: the kitchen tap is generally used for food / drinking or washing hands, the dishwasher usually has a separate connection, all the toilet connections have a different purpose, etc. This makes distinguishing different water usecases easier, but uncertainties remain: Without a dishwasher, it is difficult to distinguish between cooking and washing hands or dishes from the kitchen tap.